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Market around nbclassic_mcp_bridge

An MCP bridge for classic Jupyter Notebook that lets AI assistants read, edit, and run notebook cells in an open browser session while tracking user edits.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Nbclassic Mcp Bridge · Pro
No Pro plan
—
Pro-MCP server median
$10
across 3 priced MCP servers
vs Pro MCP servers
No comparison
Nbclassic Mcp Bridge doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
34th pctile
32 strong substitutes
Price momentum · 30d
Flat
MCP servers · Pro median
$10/mo
3 priced · $6.54–$10.5 mid 50%
APIs · Pro median
$5.99/mo
1 priced · $5.99–$5.99 mid 50%
Platforms · Pro median
$19/mo
5 priced · $5–$49 mid 50%
Price spectrum · Pro plans · 7 of 8 providers priced · log scale · $3.08 → $200/mo
MCP servers APIs Platforms◻ shaded = middle 50% · line = median (all types)Nbclassic Mcp Bridge has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches Nbclassic Mcp Bridge's job. Prices show each provider's Pro state; entry prices are labelled as such. Unpriced products still belong to the market.

MMCP servers29Ranked by relevance
nbclassic_mcp_bridgethis listing
● MCP · relevance 100%
no public price
jupyter_mcp_server
● MCP · relevance 77%
no public price
cursor_notebook_mcp
● MCP · relevance 75%
no public price
browserbuddy
● MCP · relevance 73%
no public price
lemma
● MCP · relevance 72%
no public price
haden-browser
● MCP · relevance 70%
no public price
safari_mcp_server
● MCP · relevance 70%
no public price
kaimon_jl
● MCP · relevance 70%
no public price
browser_mcp
● MCP · relevance 70%
no public price
notebooklm_mcp_2
● MCP · relevance 70%
no public price
desktop_commander_mcp_2
● MCP · relevance 70%
no public price
sncro
● MCP · relevance 69%
$11/mo Pro
+10% vs Pro median
Better AI Browser Utilities
● MCP · relevance 69%
no public price
Kroma MCP
● MCP · relevance 68%
no public price
chromedp_mcp
● MCP · relevance 68%
no public price
julia_mcp
● MCP · relevance 68%
no public price
htmlpub_mcp
● MCP · relevance 68%
no public price
storybook
● MCP · relevance 68%
no public price
local_coding_agent
● MCP · relevance 68%
no public price
semanticops_mcp
● MCP · relevance 68%
no public price
real_browser_mcp
● MCP · relevance 67%
no public price
synci
● MCP · relevance 67%
$3.08/mo Pro
-69% vs Pro median
deerdawn
● MCP · relevance 67%
$10/mo Pro
0% vs Pro median
Kyomi
● MCP · relevance 67%
no Pro plan
entry $5/mo
mcp_screenshot_server
● MCP · relevance 67%
no public price
mcp_aoai_web_browsing
● MCP · relevance 67%
no public price
NeoBrowser
● MCP · relevance 67%
no public price
pc_screen_control_2
● MCP · relevance 67%
no public price
CNVS
● MCP · relevance 67%
no public price
OOther1Ranked by relevance
i_love_jupyter_notebook
● OTHER · relevance 76%
no public price
AAgents3Ranked by relevance
sunamai
● AGENT · relevance 72%
no public price
Browser Operator
● AGENT · relevance 69%
no public price
openphoenix
● AGENT · relevance 68%
no public price
PPlatforms11Ranked by relevance
aitopia
● PLATFORM · relevance 72%
no public price
ai.diy
● PLATFORM · relevance 70%
no public price
browser_use_web_ui
● PLATFORM · relevance 69%
no public price
e2llm
● PLATFORM · relevance 69%
$19/mo Pro
0% vs Pro median
chatpanel
● PLATFORM · relevance 69%
$3.5/mo Pro
-82% vs Pro median
termi_protocol
● PLATFORM · relevance 69%
no public price
Cherry Studio
● PLATFORM · relevance 68%
no public price
browseract
● PLATFORM · relevance 68%
$200/mo Pro
+953% vs Pro median
openvoiceui
● PLATFORM · relevance 68%
no public price
coder_studio
● PLATFORM · relevance 68%
no public price
agentdesk
● PLATFORM · relevance 67%
no public price
FFrameworks3Ranked by relevance
jupyter_ai_agents
● FRAMEWORK · relevance 71%
no public price
pixelpi
● FRAMEWORK · relevance 69%
no public price
argent
● FRAMEWORK · relevance 68%
no public price
AAPIs3Ranked by relevance
vessel_browser
● API · relevance 71%
$5.99/mo Pro
Agent Browser
● API · relevance 69%
no public price
verdict_cli
● API · relevance 68%
no public price

Market = the products most similar to this one by capability; prices are median / quartiles over its priced members, separated by provider type and buyer tier.